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Seed Coder 8B Instruct GGUF by unsloth

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  Autotrain compatible Base model:bytedance-seed/seed... Base model:quantized:bytedance...   Codegen   Conversational   Endpoints compatible   Gguf   Instruct   Llama   Q2   Quantized   Region:us   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Seed-Coder-8B-Instruct-GGUF 

Seed Coder 8B Instruct GGUF Benchmarks

LLME Score: 0.30292
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Seed Coder 8B Instruct GGUF (unsloth/Seed-Coder-8B-Instruct-GGUF)
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Seed Coder 8B Instruct GGUF Parameters and Internals

LLM NameSeed Coder 8B Instruct GGUF
Repository 🤗https://huggingface.co/unsloth/Seed-Coder-8B-Instruct-GGUF 
Base Model(s)  Seed Coder 8B Instruct   ByteDance-Seed/Seed-Coder-8B-Instruct
Model Size8b
Required VRAM2.3 GB
Updated2025-07-25
Maintainerunsloth
Model Typellama
Instruction-BasedYes
Model Files  16.5 GB   4.8 GB   4.6 GB   3.3 GB   3.5 GB   4.2 GB   3.8 GB   5.3 GB   5.1 GB   4.8 GB   5.9 GB   5.8 GB   6.8 GB   8.8 GB   2.4 GB   2.3 GB   3.1 GB   2.6 GB   3.4 GB   3.5 GB   4.3 GB   5.2 GB   5.9 GB   7.6 GB   11.0 GB
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.51.3
Vocabulary Size155136
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than unsloth/Seed-Coder-8B-Instruct-GGUF.

Rank the Seed Coder 8B Instruct GGUF Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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